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Aug, 2022
探索模糊形成过程的实际视频去模糊
Towards Real-World Video Deblurring by Exploring Blur Formation Process
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Mingdeng Cao, Zhihang Zhong, Yanbo Fan, Jiahao Wang, Yong Zhang...
TL;DR
本文旨在探索如何通过模拟真实模糊的情况,让现有的视频去模糊模型在真实世界的模糊视频中也能很好地进行泛化,通过使用 RAW-Blur 管道中的模糊形成提示来模拟模糊,从而减少了使用合成数据带来的不利影响,并通过特定的拍摄参数进行改进。
Abstract
This paper aims at exploring how to synthesize close-to-real blurs that existing
video deblurring
models trained on them can generalize well to real-world blurry videos. In recent years,
deep learning
-based appro
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